You cannot physically remove a partner from the database using built-in services. This can be done only by issuing SQL commands directly to the Trading Networks database.

When the profile is deleted, if the profile was mapped to any user accounts that Trading Networks created and those user accounts are not mapped to any other profile, the service deletes those user accounts.